deepsense.ai

JULY 30, 2023

Other steps include: data ingestion, validation and preprocessing, model deployment and versioning of model artifacts, live monitoring of large language models in a production environment, monitoring the quality of deployed models and potentially retraining them. This triggers a bunch of quality checks (e.g.

Large Language Models 76

Large Language Models LLM Machine Learning Automation 76

AWS Machine Learning Blog

NOVEMBER 15, 2023

The teams built a new data ingestion mechanism, allowing the CTR files to be jointly delivered with the audio file to an S3 bucket. He has 20 years of enterprise software development experience. Dr. Nicki Susman is a Senior Data Scientist and the Technical Lead of the Principal Language AI Services team.

Data Ingestion 111

Data Ingestion Metadata NLP Data Scientist 111

The MLOps Blog

MARCH 21, 2023

To make that possible, your data scientists would need to store enough details about the environment the model was created in and the related metadata so that the model could be recreated with the same or similar outcomes. Version control for code is common in software development, and the problem is mostly solved.

Machine Learning 69

Machine Learning Data Scientist ML Metadata 69